The kind of data being produced, and the availability of high-quality and inexpensive tools for manipulating and sharing it also plays a factor. Chemistry in particular has a big problem here:

http://depth-first.com/articles/2007/12/20/if-you-want-to-change-the-world-build-the-tool-first-part-2